Let’s break this down.
At the beginning of every year, I like to pause and look back at what actually changed in the fraud landscape over the previous twelve months.
Because fraud evolves fast. And if you’re working in fraud prevention, payments, or trust and safety, you probably felt that acceleration throughout 2023\.
Some of the biggest changes weren’t just new tactics.
They were shifts in how fraud happens.
In this episode, I walk through the generative AI fraud trends that started showing up last year, along with the continued growth of first-party fraud, the evolution of purchasing bots, and the ways fraudsters are using automation to scale attacks faster than ever.
If you’ve been working in ecommerce fraud for a while, some of these patterns will sound familiar.
But the speed and scale we saw in 2023 felt different.
And honestly, that’s what makes this recap important.
Because when you step back and connect the dots, you can see where fraud is heading next.
Here is what generative AI fraud trends looked like in practice during 2023:
- generative AI tools enabling new deepfake and impersonation scams
- purchasing bots becoming more sophisticated and harder to detect
- first-party fraud continuing to grow across ecommerce platforms
- fraud automation allowing attackers to scale operations faster than before
What you’ll hear in this episode:
- The biggest fraud trends that shaped 2023
- How generative AI began influencing online fraud tactics
- Why first-party fraud continues to challenge merchants
- The role automation and bots play in modern fraud attacks
- What fraud teams should watch for heading into 2024
You should listen to this episode if you:
- work in ecommerce fraud, fintech risk, or fraud investigations
- want to understand how fraud tactics evolved in 2023
- are preparing fraud prevention strategies for the coming year
- follow emerging fraud trends and industry insights
If you liked this episode, be sure to subscribe and review the podcast on iTunes, Spotify, YouTube, or wherever you listen to podcasts. It really helps with getting the word out.
Episode notes & key takeaways
When I look back at 2023, what stands out most isn’t just the volume of fraud incidents.
It’s how quickly the tools available to fraudsters improved.
Generative AI, automation frameworks, and bot infrastructure allowed attackers to experiment and scale in ways that weren’t nearly as accessible a few years ago.
At the same time, fraud teams were dealing with ongoing challenges like first-party fraud and refund abuse that continue to evolve alongside new technologies.
This episode is my attempt to connect those threads and highlight the fraud patterns that mattered most last year.
Generative AI began reshaping fraud tactics
One of the most talked-about developments in 2023 was the rapid adoption of generative AI tools.
While many of these tools were designed for legitimate purposes, fraudsters quickly began experimenting with ways to use them in scams and impersonation attacks.
I started seeing more conversations in the fraud community about AI-generated phishing messages, deepfake impersonations, and automated social engineering content.
Operational signals may include:
- AI-generated phishing emails or scam messages
- synthetic voice or video impersonation attempts
- fraud campaigns using automated content generation
- scammers scaling social engineering operations with AI tools
First-party fraud continues to challenge merchants
Another major trend I saw throughout 2023 was the continued rise of first-party fraud.
This type of fraud is particularly difficult to address because the customer themselves initiates the transaction and later disputes it or abuses refund policies.
From friendly fraud chargebacks to refund abuse, merchants are still trying to find the right balance between protecting customers and preventing misuse.
Operational indicators may include:
- customers disputing legitimate purchases after delivery
- repeated refund requests tied to the same accounts
- misuse of return policies across multiple orders
- disputes linked to high-value ecommerce transactions
Bot automation is scaling fraud operations
Bots have been part of the fraud landscape for years, but the sophistication of automated attacks continued to grow in 2023\.
Fraudsters increasingly use automation tools to launch credential stuffing attacks, inventory hoarding campaigns, and checkout abuse.
For merchants, that means bot mitigation remains a critical part of fraud defense.
Operational indicators may include:
- automated login attempts targeting large numbers of accounts
- unusual purchasing activity tied to bot traffic
- inventory manipulation through automated checkout scripts
- traffic patterns consistent with automated browsing behavior
What fraud teams should prepare for next
Looking ahead, the fraud trends from 2023 point toward a few areas fraud teams should pay close attention to.
Automation will continue improving. AI-enabled scams will likely become more convincing. And fraudsters will keep experimenting with new ways to exploit trust in digital systems.
That means fraud teams will need stronger collaboration, better visibility into attack patterns, and continued knowledge sharing across the industry.
Operational priorities may include:
- strengthening authentication and identity verification systems
- improving detection of automated fraud activity
- sharing intelligence across fraud teams and organizations
- preparing for new fraud tactics emerging from AI technologies
The key thing I always remind people is this.
Fraud trends rarely disappear.
They evolve.
And the more we study the patterns from the past year, the better prepared we are for the ones coming next.
